Keras | Ecosyste.ms: Awesome

https://github.com/ISosnovik/nets

Draw your net

architecture deep-learning draw keras neural-network segmentation visualization

Last synced: 03 Aug 2024

https://github.com/benckx/dnn-movie-posters

Classify movie posters by genre

ai cnn cnn-classification keras keras-classification-models keras-tutorials machine-learning machine-learning-tutorial movies tensorflow tensorflow-examples tutorial

Last synced: 12 Nov 2024

https://github.com/isosnovik/nets

Draw your net

architecture deep-learning draw keras neural-network segmentation visualization

Last synced: 10 Nov 2024

https://github.com/prakritidev/DeepLearning

This repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes

deep-learning deep-learning-algorithms deep-learning-staters deep-learning-tutorial keras keras-models keras-tutorials

Last synced: 07 Aug 2024

https://github.com/robinka/tfga

Python package for Geometric / Clifford Algebra with TensorFlow

automatic-differentiation bivector clifford-algebra deep-learning geometric-algebra gpu-acceleration keras mathematics multivector neural-networks paravector physics python quantum-electrodynamics real-dirac-theory tensorflow vector

Last synced: 13 Nov 2024

https://github.com/danielegrattarola/deep-q-atari

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

deep-learning deep-reinforcement-learning dqn keras openai-gym python reinforcement-learning

Last synced: 22 Oct 2024

https://github.com/jay-johnson/network-pipeline

Network traffic data pipeline for real-time predictions and building datasets for deep neural networks

ai ai-defense data-pipeline django django-rest-framework ethernet flask ip keras machine-learning machine-learning-defense network-analysis network-security react-redux redis spring swagger tensorflow vue zap

Last synced: 01 Nov 2024

https://github.com/iver56/image-regression

A DNN that takes in x, y and outputs colors at that point to approximately "paint" an image. A toy problem.

deep-neural-networks dnn image keras python regression

Last synced: 27 Oct 2024

https://github.com/mohabmes/stocknn

Stock Market Prediction Using Neural Network Models (Backpropagation, RNN, RBF) Keras with Tensorflow backend

keras neural-network stock-price-prediction

Last synced: 28 Oct 2024

https://github.com/deepsense-ai/Keras-PyTorch-AvP-transfer-learning

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

alien keras keras-classification-models keras-models keras-neural-networks keras-tutorials predator pytorch pytorch-cnn pytorch-implementation pytorch-tutorial pytorch-tutorials

Last synced: 07 Aug 2024

https://github.com/philipperemy/keras-seq2seq-example

Toy Keras implementation of a seq2seq model with examples.

keras keras-neural-networks keras-tutorials seq2seq tensorflow

Last synced: 22 Oct 2024

https://github.com/nanxstats/deep-learning-recipes

🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

deep-learning keras matrix-factorization r recommender-system tensorflow triplet-loss

Last synced: 05 Aug 2024

https://github.com/srihari-humbarwadi/YOLOv1-TensorFlow2.0

A tensorflow2.0 implementation of the YOLOv1 paper https://arxiv.org/pdf/1506.02640

keras keras-tensorflow object-detection tensorflow yolo yolo-tiny

Last synced: 13 Nov 2024

https://github.com/yashk2810/dcgan-keras

Deep Convolutional Generative Adverserial Networks

dcgan keras tensorflow

Last synced: 22 Oct 2024

https://github.com/titu1994/keras-global-context-networks

Keras implementation of Global Context Attention blocks

global-context keras tensorflow

Last synced: 28 Oct 2024

https://github.com/voletiv/syncnet-in-keras

Keras version of Syncnet, by Joon Son Chung and Andrew Zisserman.

deep-learning keras lip-sync

Last synced: 28 Oct 2024

https://github.com/sol-eng/tensorflow-w-r

TensorFlow with R

keras modeling r rstudio-server shiny tensorflow tensorflow-tutorials tidyverse

Last synced: 25 Oct 2024

https://github.com/keiserlab/keras-neural-graph-fingerprint

Keras implementation of Neural Graph Fingerprints as proposed by Duvenaud et al., 2015

atom differentiable-models fingerprint gpu graph graph-algorithms keras molecule morgan-fingerprints neural-networks tensor

Last synced: 09 Oct 2024

https://github.com/sayakpaul/paws-tf

Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

keras multi-crop representation-learning semi-supervised-learning soft-similarity tensorflow vision

Last synced: 22 Oct 2024

https://github.com/sayakpaul/generalized-odin-tf

TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data (https://arxiv.org/abs/2002.11297).

keras ood-detection robustness tensorflow2 vision

Last synced: 22 Oct 2024

https://github.com/ahmedbesbes/Understanding-deep-Convolutional-Neural-Networks-with-a-practical-use-case-in-Tensorflow-and-Keras

What makes convnets so powerful at image classification?

article blog computer-vision convnet convolution-filter convolutional-neural-networks data-science dataset deep-learning deep-learning-tutorial image-classification kaggle kaggle-cats kdd keras keras-tutorials python tensorflow

Last synced: 07 Aug 2024

https://github.com/testingautomated-usi/uncertainty-wizard

Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.

keras keras-tensorflow testing uncertainty uncertainty-neural-networks uncertainty-quantification

Last synced: 01 Nov 2024

https://github.com/kuixu/keras_multi_gpu

Multi-GPU training for Keras

data-parallelism keras multi-gpu

Last synced: 30 Oct 2024

https://github.com/packtworkshops/the-deep-learning-with-keras-workshop

An Interactive Approach to Understanding Deep Learning with Keras

artificial-neural-networks classification cross-validation decision-trees hyperparameter-tuning k-means-clustering keras linear-transformation logistic-regression machine-learning magnetic-resonance-imaging model-evaluation model-tuning regression regularization scalars scikit-learn support-vector-machine tensorflow vectors

Last synced: 08 Nov 2024

https://github.com/gaborvecsei/ridurre-network-filter-pruning-keras

Keras model convolutional filter pruning package

deep-learning filter-pruning keras keras-layer machine-learning network pruning python python3 tensorflow

Last synced: 28 Oct 2024

https://github.com/aydinnyunus/covid-19-detection

Detect Covid-19 with Chest X-Ray Data

corona corona-sdk coronasdk coronavirus coronavirus-analysis coronavirus-info coronavirus-real-time coronavirus-tracking covid covid-19 covid-api covid-data covid-virus covid19 covid19-data keras keras-tensorflow machine-learning python tensorflow

Last synced: 11 Nov 2024

https://github.com/samanyougarg/group-emotion-recognition

Group Emotion Recognition using deep neural networks and Bayesian classifiers.

bayesian-network cnn computer-vision convolutional-neural-networks deep-learning emotion emotion-analysis emotion-detection emotion-recognition facial-expression-recognition flask group-emotion-recognition image-processing keras numpy pandas

Last synced: 02 Nov 2024

https://github.com/msiemens/hyphenn-de

A neural network hyphenator for the German language

german-language hyphenation keras machine-learning neural-network rust tensorflow

Last synced: 28 Oct 2024

https://github.com/ekzhang/char-rnn-keras

TensorFlow implementation of multi-layer recurrent neural networks for training and sampling from texts

char-rnn keras lstm recurrent-neural-networks tensorflow

Last synced: 28 Oct 2024

https://github.com/rishit-dagli/conformer

An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

artificial-intelligence attention-mechanism conformer convolutional-neural-networks deep-learning keras machine-learning speech-recognition tensorflow transformers

Last synced: 22 Oct 2024

https://github.com/gaborvecsei/cdcgan-keras

Conditional Deep Convolutional GAN

cdcgan dcgan deep-convolutional-networks deep-learning gan generative-adversarial-network keras machine-learning mnist tensorflow

Last synced: 28 Oct 2024

https://github.com/rajathkmp/facerecog

Face Recognition using Neural Networks implemented using Keras

face-recognition keras machine-learning neural-network opencv

Last synced: 11 Nov 2024

https://github.com/satellite-image-deep-learning/model-training-and-deployment

Training and deployment of deep learning models for satellite & aerial imagery

aws cloud deep-learning deep-neural-networks deployment keras machine-learning python pytorch tensorflow

Last synced: 06 Nov 2024

https://github.com/guibrandt/osulearn

An attempt at using machine learning to create a neural network that learns how to play osu! like a human from replay data

jupyter-notebook keras machine-learning neural-network osugame

Last synced: 12 Nov 2024

https://github.com/yashk2810/mnist-keras

Using various CNN techniques on the MNIST dataset

convolutional-neural-networks keras keras-visualization mnist

Last synced: 09 Nov 2024

https://github.com/popcornell/keras-triplet-center-loss

Simple Keras implementation of Triplet-Center Loss on the MNIST dataset

center-loss keras machine-learning mnist tensorflow triplet-loss

Last synced: 07 Nov 2024

https://github.com/chakki-works/namaco

Character Based Named Entity Recognition.

deep-learning keras machine-learning named-entity-recognition natural-language-processing

Last synced: 11 Nov 2024

https://github.com/sayakpaul/deit-tf

Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.

computer-vision distillation image-recognition imagenet-1k inductive-biases keras tensorflow vision-transformers

Last synced: 22 Oct 2024

https://github.com/sshh12/stockmarketml

Predicting stocks with ML.

keras stock-market stock-price-prediction tensorflow

Last synced: 27 Oct 2024

https://github.com/dedinc/vk_captchasolver

VKontakte captcha solver with pseudoCRNN model running as a python module

captcha captcha-recognition captcha-solving crnn keras onnx python vkontakte

Last synced: 27 Sep 2024

https://github.com/zpettry/ai-deep-learning-for-phishing-url-detection

AI: Deep Learning for Phishing URL Detection

ai api bidirectional-lstm deep-learning flask keras neuralnetwork tensorflow

Last synced: 10 Nov 2024

https://github.com/sebastian-sz/efficientnet-lite-keras

Keras reimplementation of EfficientNet Lite.

deep-learning keras keras-application keras-models keras-tensorflow ml onnx onnxruntime tensorflow tensorflow-lite tflite

Last synced: 09 Nov 2024

https://github.com/gaussic/keras-examples

Keras样例解析

examples keras

Last synced: 13 Nov 2024

https://github.com/whyboris/ml-with-python-and-keras

Based off Deep Learning with Python by François Chollet

deep-learning keras machine-learning neural-networks python python3

Last synced: 22 Oct 2024

https://github.com/kokensha/book-ml

書籍「今すぐ試したい！機械学習・深層学習（ディープラーニング）画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

ai book chainer deep-learning google-colab google-colaboratory jupyter-notebook keras keras-tensorflow machine-learning movidius opencv opencv-python python python3 pytorch raspberry-pi raspberry-pi-3 raspberry-pi-camera tensorflow

Last synced: 11 Oct 2024

https://github.com/tlkh/smartbin

Spring 2018 - 10.009 Digital World 1D Project

keras mobilenet-ssd opencv python raspberry-pi

Last synced: 07 Nov 2024

https://github.com/csvance/blur-pool-keras

Keras implementation of BlurPool layers described in "Making Convolutional Networks Shift-Invariant Again" (Zhang)

keras layer pooling tensorflow

Last synced: 05 Nov 2024

https://github.com/sshane/Konverter

Convert simple Keras models to pure Python 🐍+ NumPy

keras keras-tensorflow model-converter neural-networks python tensorflow

Last synced: 05 Aug 2024

https://github.com/zmyzheng/neural-networks-and-deep-learning

Deep learning projects including applications (face recognition, neural style transfer, autonomous driving, sign language reading, music generation, translation, speech recognition and NLP) and theories (CNNs, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, hyperparameter tuning, regularization, optimization, Residual Networks). Deep Learning Specialization by Andrew Ng, deeplearning.ai

adam autonomous-driving batchnorm cnn dropout face-recognition hyperparameter-tuning keras lstm music-generation natural-language-processing neural-style-transfer regularization residual-networks rnn speech-recognition tensorflow translation xavier-he-initialization yolo

Last synced: 09 Nov 2024

https://github.com/yu-iskw/google-cloud-deep-learning-kit

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

deep-learning deep-neural-networks docker google-cloud gpu jupyter keras nvidia-docker tensorflow

Last synced: 05 Nov 2024

https://github.com/pbloem/language-models

Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).

bowman keras language-models rnn-language-model vae

Last synced: 14 Nov 2024

https://github.com/rajathkmp/dcgan

Implementation of Deep Convolutional Generative Adversarial Networks on MNIST database in Keras

keras machine-learning neural-network

Last synced: 11 Nov 2024

https://github.com/soumyajit4419/face_and_emotion_detection

Performing image classification for detection of various human emotions using CNN Architecture.

emotion-detection facial-recognition keras opencv tensorflow

Last synced: 09 Nov 2024

https://github.com/sarus-tech/tf2-published-models

Sarus implementation of classical ML models. The models are implemented using the Keras API of tensorflow 2. Vizualization are implemented and can be seen in tensorboard.

ai generative-model keras tensorflow tensorflow2

Last synced: 27 Oct 2024

https://github.com/pawel-kieliszczyk/snake-reinforcement-learning

AI (A2C agent) mastering the game of Snake with TensorFlow 2.0

a2c artificial-intelligence keras machine-learning reinforcement-learning snake tensorflow

Last synced: 14 Nov 2024

https://github.com/soumik12345/automatic-number-plate-recognition

Automatic Car License/Number Plate recognition System

computer-vision crnn deep-learning image-to keras number-plate-recognition show-and-tell tensorflow

Last synced: 02 Nov 2024

https://github.com/bpesquet/mlhandbook

(Phased out) My textbook for teaching Machine Learning

deep-learning jupyter-notebook jupyterbook kata keras machine-learning nbgrader numpy python pytorch scikit-learn

Last synced: 13 Nov 2024

https://github.com/soumik12345/point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

deep-learning keras point-cloud segmentation tensorflow2 tpu

Last synced: 02 Nov 2024

https://github.com/shekit/mirror-selfie

Removing the phone from the notorious mirror selfie using deep learning

deep-learning jupyter-notebook keras keras-tensorflow tensorflow

Last synced: 09 Nov 2024

https://github.com/huji-deep/flowket

A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.

autoregressive keras pixelcnn python3 tensorflow variational-monte-carlo

Last synced: 07 Nov 2024

https://github.com/rishit-dagli/glom-tensorflow

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

capsule-neural-networks convolutional-neural-networks deep-learning embedding geoffrey-hinton glom keras keras-tensorflow machine-learning neural-network representation-learning tensorflow tensorflow2

Last synced: 13 Oct 2024

https://github.com/adamspannbauer/ssbm_fox_detector

Keras object detector to detect Fox in Super Smash Bros Melee for the Nintendo Gamecube

cnn cv frcnn keras object-detection python

Last synced: 28 Oct 2024

https://github.com/dadukhankevin/finch

🐤The next evolution of evolution.

artificial-intelligence evolutionary-algorithms genetic-algorithm genetic-algorithms keras python3

Last synced: 12 Nov 2024

https://github.com/cpury/keras_gradient_noise

Add gradient noise to any Keras optimizer

deep-learning keras machine-learning neural-network neural-networks noise optimizer python tensorflow

Last synced: 10 Oct 2024

https://github.com/Rishit-dagli/GLOM-TensorFlow

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

capsule-neural-networks convolutional-neural-networks deep-learning embedding geoffrey-hinton glom keras keras-tensorflow machine-learning neural-network representation-learning tensorflow tensorflow2

Last synced: 03 Aug 2024

https://github.com/bloodaxe/segmentation-networks-benchmark

Evaluation framework for testing segmentation networks in Keras

benchmark keras segmentation unet

Last synced: 15 Oct 2024

https://github.com/thisisiron/spectral_normalization-tf2

🌈 Spectral Normalization implemented as Tensorflow 2

gan keras spectral-normalization tensorflow tensorflow2 tf2

Last synced: 08 Nov 2024

https://github.com/sayakpaul/spatial-transformer-networks-with-keras

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

affine-transformation cnn keras mnist spatial-transformer-network tensorflow vision

Last synced: 22 Oct 2024

https://github.com/RentadroneCL/Photovoltaic_Fault_Detector

Model Photovoltaic Fault Detector based in model detector YOLOv.3, this repository contains four detector model with their weights and the explanation of how to use these models.

deep-learning detection-boxes detector-model fault-detection keras model-detection object-detection photovoltaic-panels solar-energy tensorflow yolo3

Last synced: 03 Aug 2024

https://github.com/james77777778/keras-image-models

A library that includes Keras3 layers, blocks and models with pretrained weights, providing support for transfer learning, feature extraction, and more.

deep-learning imagenet jax keras keras3 model-zoo pretrained-models tensorflow timm torch

Last synced: 26 Oct 2024

https://github.com/sayakpaul/Spatial-Transformer-Networks-with-Keras

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

affine-transformation cnn keras mnist spatial-transformer-network tensorflow vision

Last synced: 30 Oct 2024

https://github.com/tirthajyoti/tensorflow_basics

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

classification colab-notebook colaboratory convolutional-neural-networks deep-learning google-cloud-platform keras keras-tensorflow machine-learning mnist neural-network recurrent-neural-networks regression tensorflow time-series

Last synced: 09 Nov 2024

https://github.com/sayakpaul/keras-xla-benchmarks

Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.

benchmarks cnns keras keras-cv tensorflow tensorflow-hub transformers xla

Last synced: 22 Oct 2024

https://github.com/sayakpaul/dual-deployments-on-vertex-ai

Project demonstrating dual model deployment scenarios using Vertex AI (GCP).

automl gcp keras kubeflow mlops tensorflow tfx vertex-ai

Last synced: 22 Oct 2024

https://github.com/alexeyev/keras-generating-sentences-from-a-continuous-space

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349

deep-learning deeplearning keras keras-implementations nlp text-generation vae variational-autoencoder

Last synced: 11 Nov 2024

https://github.com/ayulockin/dataaugmentationtf

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

augmix computer-vision cutmix cutout data-augmentation deeplearning keras mixup tensorflow2

Last synced: 22 Oct 2024

https://github.com/gaborvecsei/federated-learning-mini-framework

Federated Learning mini-framework with Keras

cifar10 convolutional-neural-networks federated-learning keras python tensorflow

Last synced: 28 Oct 2024

https://github.com/aome510/mask-classifier

Detecting/classifying masked faces in real-time

deep-learning keras machine-learing python

Last synced: 08 Nov 2024

https://github.com/djangopeng/start-ai

从零开始学习人工智能（Start-AI)

ai deep-learning keras machine-learning python tensorflow

Last synced: 14 Oct 2024

https://github.com/petronetto/machine-learning-alpine

Alpine Container for Machine Learning

alpine docker jupyter-notebook keras machine-learning matplotlib numpy pandas python scikit-learn seaborn tensorflow xgboost

Last synced: 09 Nov 2024

https://github.com/mlr-org/mlr3keras

Deep learning for mlr3

deep-learning keras learners mlr3 r r-package tensorflow

Last synced: 06 Nov 2024

https://github.com/vishal-v/stackgan

TensorFlow implementation of "Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" by Han Zhang, et al.

conditioning-augmentation cub-200 gans generative-adversarial-network keras stack-gan tensorflow-2

Last synced: 22 Oct 2024

https://github.com/dymaxionlabs/ap-latam

Detection of slums and informal settlements from satellite imagery

keras machine-learning remote-sensing tensorflow

Last synced: 03 Aug 2024

https://github.com/yusugomori/barbar

Progress bar for deep learning training iterations💈

deep-learning keras pytorch

Last synced: 13 Oct 2024

https://github.com/maechler/nnilm

A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.

keras neural-network nilm nilm-algorithms nilmtk non-intrusive-load-monitoring

Last synced: 06 Nov 2024

https://github.com/curiousily/deploy-keras-deep-learning-model-with-flask

Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine

airbnb deep-learning google-appengine jupyter-notebook keras machine-learning neural-network price-prediction python regression rest-api scikit-learn tensorflow

Last synced: 11 Nov 2024

https://github.com/jsflo/emotionrectraining

Python script using Keras + TensorFlow to train a custom machine learning model to recognize faces using a dataset with human faces and labeled with emotions.

keras tensorflow tensorflow-examples tensorflow-serving

Last synced: 10 Oct 2024

https://github.com/airaria/gan_hanzi

Generating (fake) Chinese characters using GAN

deep-learning gan keras tensorflow

Last synced: 11 Nov 2024

https://github.com/hritik5102/tata_innoverse_solverhunt8

Tata Innoverse SolverHunt 8 Submission. Built a realtime face mask detection and social distancing detector.

coronavirus covid-19 face-mask-classification face-mask-detector facemask facemask-detection keras mobilenetv2 opencv social-distance-monitoring social-distancing-detection socialdistancing tensorflow yolov3

Last synced: 02 Nov 2024

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 09 Nov 2024

https://github.com/arig23498/tokenlearner

TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"

keras tensorflow2 token-learner vision-transformer

Last synced: 02 Nov 2024

https://github.com/davidlandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization